Sentiment Intelligence MVP for Data-Rich Dashboards
Case Study: Minipeg
Melt Studio partnered with Minipeg.ai to build a functional MVP centered on sentiment-driven dashboards. Over five weeks, we delivered a data visualization platform capable of extracting, categorizing, and displaying insights from public sources—empowering Minipeg’s team to test real use cases and validate product direction.
THE CHALLENGE
Turning Raw Data Into Actionable Insight
Minipeg.ai needed to validate a concept: can we extract and classify public user opinions into digestible insights? The client envisioned dashboards that display categorized topics, sentiment, and summaries—pulled from various sources and prepped for business decisions. They needed a flexible, fast MVP to test this idea.
INITIAL STATE
OUR SOLUTION
Fast MVP Delivery for Sentiment Visualization
Requirements
Simplification
We defined the MVP scope using story mapping and user flows. Focus areas included topic filtering, sentiment tagging, source segmentation, and summarization—all without overcomplicating the backend stack.
Application
Building
Using Vue.js on the frontend and a modern backend stack, our team built dashboards capable of filtering data by source and time, with visuals like graphs and summaries. Slack and Linear supported agile sprint delivery.
Prototype
Release
In just over one month, Minipeg had a working MVP that could query real-time data sources and display topic summaries. Advanced features like chatbot integration were scoped for future releases.
DELIVER STATE
CUSTOMER FEEDBACK
Insight-Ready MVP Delivered With Speed
The Minipeg.ai team received a working product on time, with core dashboard functions validated and room to scale into NLP and chatbot integrations. Feedback confirmed the platform’s readiness for real-world use cases.
Trusted by Startups Across the U.S.
We have delivered products for startups from Anchorage to New York.
Brandon Gonzalez
SemGraph
Exceptionally high skill and little oversight required, which at the moment allows me to work on other parts of the project. The engineers are self-starters and take initiative on their own. I really look forward to working long-term with you all
March 18, 2021
Sang Seo
Truvle
hi juan, wanted to drop a note, i think luis has really stepped up, he's meeting my expectations especially over the last week. will keep monitoring but this is really promising. in other news, wanted to leave feedback for the dev team, hans, oscar, and sebastian have been absolute superstars. i've never worked with a group of guys who are so good about executing good quality code aligned to business expectations. when i don't have to touch the SDLC constantly and almost have too little to do for a project i know the team is proactive. please let them know they're doing great. off the back of this, i work for another company that is seeking an initial exploration into moving away from eastern europe in their current engagement, would love to have a discussion with you about that company's needs as well. 4 person team + pm. we are only just barely getting started with exploring the idea of changing the team but i thought i'd throw it your way as a heads up for possibility.
July 12, 2024
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